Recent advances in the field of biomedical research allow for elucidation of the transcriptional signature of rare tumors such as conjunctival squamous cell carcinoma (SCC). In this study we compare its expression profile to conjunctival papilloma (Pap) and healthy conjunctival tissue (Ctrl) and develop a classification tool to differentiate these entities. Seven conjunctival SCC, seven Pap and ten Ctrl were formalin-fixed and paraffin-embedded (FFPE) and analyzed using Massive Analysis of cDNA Ends (MACE) RNA sequencing. Differentially expressed genes (DEG) and gene ontology (GO) clusters were explored and the abundance of involved cell types was quantified by xCell. Finally, a classification model was developed to distinguish SCC from Pap and Ctrl. Among the most prominent DEG in SCC a plethora of keratins were upregulated when compared to Pap and Ctrl. xCell analysis revealed an enrichment of immune cells, including activated dendritic cells and T-helper type 1 cells (Th1), in SCC when compared to Ctrl. The generated classification model could reliably discriminate between the three entities according to the expression pattern of 30 factors. This study provides a transcriptome-wide gene expression profile of rare conjunctival SCC. The analysis identifies distinct keratins, as well as dendritic and Th1 cells as important mediators in SCC. Finally, the provided gene expression classifier may become an aid to the conventional histological classification of conjunctival tumors in uncertain cases.
机构:
Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Nippon Med Sch, Dept Dermatol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Kanzaki, Akiko
Kudo, Mitsuhiro
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Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Kudo, Mitsuhiro
Ansai, Shinnichi
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Nippon Med Sch, Dept Dermatol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Ansai, Shinnichi
Yamamoto, Tetsushi
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Kinki Univ, Fac Pharmaceut Sci, Higashiosaka, Osaka 577, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Yamamoto, Tetsushi
Fujii, Takenori
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Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Fujii, Takenori
Tezuka, Kiyoshi
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Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Tezuka, Kiyoshi
Peng Wie-Xia
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Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Peng Wie-Xia
Wada, Ryuichi
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Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Wada, Ryuichi
Saeki, Hidehisa
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Nippon Med Sch, Dept Dermatol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
Saeki, Hidehisa
Naito, Zenya
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Nippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, JapanNippon Med Sch, Dept Integrated Diagnost Pathol, Bunkyo Ku, Tokyo 113, Japan
机构:
Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Negishi, Ayako
Masuda, Mari
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Masuda, Mari
Ono, Masaya
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Ono, Masaya
Honda, Kazufumi
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Honda, Kazufumi
Shitashige, Miki
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Shitashige, Miki
Satow, Reiko
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Satow, Reiko
Sakuma, Tomohiro
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Mitsui Knowledge Ind, Dept Surg, BioBusiness Grp, Minato Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Sakuma, Tomohiro
Kuwabara, Hideya
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Mitsui Knowledge Ind, Dept Surg, BioBusiness Grp, Minato Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Kuwabara, Hideya
Nakanishi, Yukihiro
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Natl Canc Ctr, Div Pathol, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Nakanishi, Yukihiro
Kanai, Yae
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Natl Canc Ctr, Div Pathol, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Kanai, Yae
Omura, Ken
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机构:
Tokyo Med & Dent Univ, Int Res Ctr Mol Sci Tooth & Bone Dis, Global Ctr Excellence Program, Bunkyo Ku, Tokyo, Japan
Tokyo Med & Dent Univ, Hard Tissue Genome Res Ctr, Dept Adv Mol Diag & Maxillofacial Surg, Bunkyo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Omura, Ken
Hirohashi, Setsuo
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
Hirohashi, Setsuo
Yamada, Tesshi
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Natl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, JapanNatl Canc Ctr, Div Chemotherapy, Chuo Ku, Tokyo, Japan
机构:
Canc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Univ Malaya, Oral Canc Res & Coordinating Ctr, Kuala Lumpur, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Saleh, A.
Zain, R. B.
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Univ Malaya, Oral Canc Res & Coordinating Ctr, Kuala Lumpur, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Zain, R. B.
Hussaini, H.
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Univ Kebangsaan Malaysia, Fac Dent, Dept Oral Med & Oral Pathol, Kuala Lumpur, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Hussaini, H.
Ng, F.
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机构:
ASTAR, Genome & Gene Express Anal Grp, Bioinformat Inst, Singapore, SingaporeCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Ng, F.
Tanavde, V.
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ASTAR, Genome & Gene Express Anal Grp, Bioinformat Inst, Singapore, SingaporeCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Tanavde, V.
Hamid, S.
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Canc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Hamid, S.
Chow, A. T.
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Univ Malaya, Oral Canc Res & Coordinating Ctr, Kuala Lumpur, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Chow, A. T.
Lim, G. S.
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Univ Malaya, Oral Canc Res & Coordinating Ctr, Kuala Lumpur, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Lim, G. S.
Abraham, M. T.
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Minist Hlth, Fed Govt Adm Ctr, Oral Hlth Div, Putrajaya, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Abraham, M. T.
Teo, S. H.
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Canc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia
Univ Malaya, Med Ctr, Dept Surg, Kuala Lumpur, MalaysiaCanc Res Initiat Fdn, Oral Canc Res Team, Sime Darby Med Ctr, Subang Jaya 47500, Selangor, Malaysia